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The Role
This position offers a unique opportunity to immerse yourself in the fast-paced world of private equity, specifically within the innovative Secondaries and Primaries market. You will gain hands-on experience in applying data science and artificial intelligence techniques to real-world financial problems, contributing directly to the team's success.
Joining the Secondaries & Primaries team at Ardian, the Data Scientist will leverage analytical skills to support investment strategies and decision-making processes. You will be part of an already established fast-growing data science team entirely dedicated to the Secondaries & Primaries activity.
This role involves working closely with the investment team, applying data science methodologies to optimize investment models, analyze market trends, and enhance data-driven insights for the Secondaries and Primaries markets. You will work on both established datasets and the structuring of new data sources, in close collaboration with our data engineering team.
Current projects include, but are not limited to:
Portfolio-level analytics: fund and company performance modeling, GP benchmarking through development of proprietary machine learning models
AI integration into day-to-day team workflows, including pricing and other deal-related aspects
Market intelligence: identifying trends in private equity markets
Deal execution: data-driven screening of opportunities, valuation support
Risk assessment: scenario modeling for fund investments
Support responses to LP analytics and data-driven requests
Core Technical Skills
Programming languages & technical stack (SQL, Python, R, GitHub, Databricks, Snowflake)
Machine learning & AI (predictive modeling, generative AI, NLP) - Experience in developing AI tools and agentic workflows is advantageous
Statistical analysis & econometrics
Data visualization tools (e.g., Tableau, Power BI)
Business & Investment Skills
Knowledge of the finance and private equity sector, with a desire to understand Secondaries and Primaries market dynamics
Financial modeling & valuation
Market analysis & competitive intelligence
Understanding of investment processes (deal sourcing, due diligence, portfolio monitoring)
Strong analytical and problem-solving skills
Soft Skills
Highly motivated with the ability to work autonomously and in a team environment.
Excellent communication skills with the ability to present complex technical concepts in a clear and concise manner.
Stakeholder management (investment teams, investors, other parties)
Strategic thinking & problem-solving
Communication Scope:
The candidate will be required to liaise directly with various internal team members and should be confident in requesting / providing information to all levels of management
The role will require significant interaction with other teams in Europe and from other Ardian offices / geographies
Profile
Degree in Computer Science, Statistics, Data Science or another related field
1-3 years' experience. The role will initially focus on supporting senior team members, with increasing ownership over models and analyses as experience grows
Familiarity working with international teams and across cultures
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